# Madame Fu: Agent-Direct Score A (90.8%)

Site: http://www.madamefu.com.hk
Report: https://directindex.org/r/madamefu.com.hk
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Madame Fu is ready for agents.
An AI assistant can open Madame Fu's website. It can read what Madame Fu offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.madamefu.com.hk/reservations (on the business's own site)
- Menu: https://www.madamefu.com.hk/menus-1
- Phone: +85221142118
- Address: 3/F, Barrack, Tai Kwun, 10 Hollywood Rd, 000000, Hong Kong
- Its menu mentions: vegan options, vegetarian dishes, a lunch or set menu

## Nearby, also direct
Places near Madame Fu that take a booking or an order on their own website, with no marketplace in between.
- The Chinese Library (50 m): https://directindex.org/r/chineselibrary.com.hk
- 鏞記酒家 Yung Kee Restaurant (170 m): https://directindex.org/r/yungkee.com.hk
- Ho Lan Jeng (210 m): https://directindex.org/r/penglengjeng.com

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Madame Fu",
  "url": "http://www.madamefu.com.hk",
  "telephone": "+85221142118",
  "address": "3/F, Barrack, Tai Kwun, 10 Hollywood Rd, 000000, Hong Kong",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.28145674,
    "longitude": 114.15398912
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.madamefu.com.hk/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** address, phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
26 of 1554 in Hong Kong. Top 2% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 87% | yes |
| Publish the menu or price list as HTML | 76% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 26% | no |
| Have an llms.txt | 44% | yes |

Nearest places with a similar menu: The Chinese Library (A, 46 m, https://directindex.org/r/chineselibrary.com.hk); 鏞記酒家 Yung Kee Restaurant (A, 167 m, https://directindex.org/r/yungkee.com.hk); Ho Lan Jeng (C, 209 m, https://directindex.org/r/penglengjeng.com); 三陽號食品 (D, 213 m, https://directindex.org/r/misogura.com); Fa Gai (F, 218 m, https://directindex.org/r/fa-gai.com); Kiangsu Chekiang and Shanghai Residents (HK) Association (F, 235 m, https://directindex.org/r/kcsra.org); 香港蘇浙滬同鄉會餐廳 (F, 236 m, https://directindex.org/r/ningpo.com.hk); Sing Kee(盛記) (F, 241 m, https://directindex.org/r/iyp.com); Club House of the Institute of Securities Dealers (F, 253 m, https://directindex.org/r/isd.org.hk); 五陵會 (F, 255 m, https://directindex.org/r/thesportsclub.com.hk).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about Hong Kong and named 92 places. Madame Fu wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); This site 90.8%.

See what an AI agent reads on this site: https://directindex.org/r/madamefu.com.hk/agent-view

## Businesses like Madame Fu in Hong Kong

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hong Kong | 1554 | 45% | 17% | 90.8% |
| Sites built with Wix in Hong Kong | 218 | 60% | 35% | 90.8% |

The best of the sites built with Wix in Hong Kong: Village Indian and Malaysian Restaurant (A 100%, https://directindex.org/r/saikungvillage.com); Asado (A 95.4%, https://directindex.org/r/asadohk.com); Knead (A 95.4%, https://directindex.org/r/kneadhk.com); LALA Hong Kong (A 94.1%, https://directindex.org/r/lalahk.co); Amalfitana Repulse Bay (A 90.8%, https://directindex.org/r/amalfitana.hk).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 8th of 1,554 in Hong Kong, up from 26th.

## The direct record
What agents get for Madame Fu, as JSON: https://directindex.org/api/direct/madamefu.com.hk
- Book: https://www.madamefu.com.hk/reservations (own site; found by the scan of 2026-10-20, not yet tested)
- Order: none on record
- Menu: https://www.madamefu.com.hk/menus-1 (html_page; from the scan)
- Hours: none on record
- Phone: +85221142118
- Stable links that count: https://directindex.org/go/madamefu.com.hk/book, https://directindex.org/go/madamefu.com.hk/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): yes
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/madamefu.com.hk
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/madamefu.com.hk/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/madamefu.com.hk/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=madamefu.com.hk&force=1